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public final class TablesModelColumnInfo extends GeneratedMessageV3 implements TablesModelColumnInfoOrBuilderAn information specific to given column and Tables Model, in context of the Model and the predictions created by it.
Protobuf type google.cloud.automl.v1beta1.TablesModelColumnInfo
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > TablesModelColumnInfoImplements
TablesModelColumnInfoOrBuilderStatic Fields
COLUMN_DISPLAY_NAME_FIELD_NUMBER
public static final int COLUMN_DISPLAY_NAME_FIELD_NUMBER| Type | Description |
| int |
COLUMN_SPEC_NAME_FIELD_NUMBER
public static final int COLUMN_SPEC_NAME_FIELD_NUMBER| Type | Description |
| int |
FEATURE_IMPORTANCE_FIELD_NUMBER
public static final int FEATURE_IMPORTANCE_FIELD_NUMBER| Type | Description |
| int |
Static Methods
getDefaultInstance()
public static TablesModelColumnInfo getDefaultInstance()| Type | Description |
| TablesModelColumnInfo |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Type | Description |
| Descriptor |
newBuilder()
public static TablesModelColumnInfo.Builder newBuilder()| Type | Description |
| TablesModelColumnInfo.Builder |
newBuilder(TablesModelColumnInfo prototype)
public static TablesModelColumnInfo.Builder newBuilder(TablesModelColumnInfo prototype)| Name | Description |
| prototype | TablesModelColumnInfo |
| Type | Description |
| TablesModelColumnInfo.Builder |
parseDelimitedFrom(InputStream input)
public static TablesModelColumnInfo parseDelimitedFrom(InputStream input)| Name | Description |
| input | InputStream |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static TablesModelColumnInfo parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | InputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| IOException |
parseFrom(byte[] data)
public static TablesModelColumnInfo parseFrom(byte[] data)| Name | Description |
| data | byte[] |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static TablesModelColumnInfo parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Name | Description |
| data | byte[] |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(ByteString data)
public static TablesModelColumnInfo parseFrom(ByteString data)| Name | Description |
| data | ByteString |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static TablesModelColumnInfo parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Name | Description |
| data | ByteString |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static TablesModelColumnInfo parseFrom(CodedInputStream input)| Name | Description |
| input | CodedInputStream |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static TablesModelColumnInfo parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | CodedInputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| IOException |
parseFrom(InputStream input)
public static TablesModelColumnInfo parseFrom(InputStream input)| Name | Description |
| input | InputStream |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static TablesModelColumnInfo parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | InputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| IOException |
parseFrom(ByteBuffer data)
public static TablesModelColumnInfo parseFrom(ByteBuffer data)| Name | Description |
| data | ByteBuffer |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static TablesModelColumnInfo parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Name | Description |
| data | ByteBuffer |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| TablesModelColumnInfo |
| Type | Description |
| InvalidProtocolBufferException |
parser()
public static Parser<TablesModelColumnInfo> parser()| Type | Description |
| Parser<TablesModelColumnInfo> |
Methods
equals(Object obj)
public boolean equals(Object obj)| Name | Description |
| obj | Object |
| Type | Description |
| boolean |
getColumnDisplayName()
public String getColumnDisplayName()Output only. The display name of the column (same as the display_name of its ColumnSpec).
string column_display_name = 2;
| Type | Description |
| String | The columnDisplayName. |
getColumnDisplayNameBytes()
public ByteString getColumnDisplayNameBytes()Output only. The display name of the column (same as the display_name of its ColumnSpec).
string column_display_name = 2;
| Type | Description |
| ByteString | The bytes for columnDisplayName. |
getColumnSpecName()
public String getColumnSpecName()Output only. The name of the ColumnSpec describing the column. Not populated when this proto is outputted to BigQuery.
string column_spec_name = 1;
| Type | Description |
| String | The columnSpecName. |
getColumnSpecNameBytes()
public ByteString getColumnSpecNameBytes()Output only. The name of the ColumnSpec describing the column. Not populated when this proto is outputted to BigQuery.
string column_spec_name = 1;
| Type | Description |
| ByteString | The bytes for columnSpecName. |
getDefaultInstanceForType()
public TablesModelColumnInfo getDefaultInstanceForType()| Type | Description |
| TablesModelColumnInfo |
getFeatureImportance()
public float getFeatureImportance()Output only. When given as part of a Model (always populated): Measurement of how much model predictions correctness on the TEST data depend on values in this column. A value between 0 and 1, higher means higher influence. These values are normalized - for all input feature columns of a given model they add to 1. When given back by Predict (populated iff feature_importance param is set) or Batch Predict (populated iff feature_importance param is set): Measurement of how impactful for the prediction returned for the given row the value in this column was. Specifically, the feature importance specifies the marginal contribution that the feature made to the prediction score compared to the baseline score. These values are computed using the Sampled Shapley method.
float feature_importance = 3;
| Type | Description |
| float | The featureImportance. |
getParserForType()
public Parser<TablesModelColumnInfo> getParserForType()| Type | Description |
| Parser<TablesModelColumnInfo> |
getSerializedSize()
public int getSerializedSize()| Type | Description |
| int |
getUnknownFields()
public final UnknownFieldSet getUnknownFields()| Type | Description |
| UnknownFieldSet |
hashCode()
public int hashCode()| Type | Description |
| int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Type | Description |
| FieldAccessorTable |
isInitialized()
public final boolean isInitialized()| Type | Description |
| boolean |
newBuilderForType()
public TablesModelColumnInfo.Builder newBuilderForType()| Type | Description |
| TablesModelColumnInfo.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected TablesModelColumnInfo.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Name | Description |
| parent | BuilderParent |
| Type | Description |
| TablesModelColumnInfo.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Name | Description |
| unused | UnusedPrivateParameter |
| Type | Description |
| Object |
toBuilder()
public TablesModelColumnInfo.Builder toBuilder()| Type | Description |
| TablesModelColumnInfo.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Name | Description |
| output | CodedOutputStream |
| Type | Description |
| IOException |